Plan

This deployment follows a two-phase plan to methodically build and test the solution.

About Core Pipeline Validation

The initial phase focuses on verifying the fundamental components of the solution. You deploy and run the Morpheus GNN pipeline using static files for input and output. This confirms that the Morpheus container, NVIDIA GPU drivers, Conda environment, and the AI models are all functioning correctly in an isolated setting.

About Real-Time Streaming Integration

The second phase transitions the solution workflow to a real-time model. This involves deploying an Apache Kafka service and modifying the Morpheus pipeline to use Kafka topics for ingesting data and publishing the results. This phase demonstrates the solution's end-to-end streaming capability and its readiness for live data.